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Bivariate Spatial Pattern between Smoking Prevalence and Lung Cancer Screening in US Counties
Bian Liu1,2, Jeremy Sze3, Lihua Li1
1Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
Lung cancer screening (LCS) access via low-dose computed tomography (LDCT) is uneven across the US. Many areas lack providers, particularly in regions with high smoking rates, hindering equitable screening for older adults.
Area of Science:
- Public Health
- Radiology
- Health Services Research
Background:
- Lung cancer screening (LCS) using low-dose computed tomography (LDCT) has been a Medicare-covered preventive service since 2015.
- Geographic disparities in LDCT provider access may limit LCS uptake among eligible populations.
- Understanding spatial access to LDCT is crucial for addressing screening inequities.
Purpose of the Study:
- To evaluate the availability of LDCT services for older adults in the US.
- To explore the ecological correlation between LDCT service availability and smoking prevalence.
- To identify geographic disparities in LCS access.
Main Methods:
- Utilized Medicare claims data (Physician and Other Supplier Public Use File) from 2016.
- Defined LDCT provider coverage areas using 30-mile Euclidean distance buffers.
- Mapped county-level LDCT provider density and smoking prevalence using bivariate choropleth maps.
Main Results:
- Nearly 20% of census tracts lacked LDCT providers within 30 miles; 46% of counties had no LDCT services.
- Median LDCT density was 0.5 providers per 1000 Medicare beneficiaries (IQR: 0-5.3).
- High LDCT availability concentrated in the Northeast, misaligned with higher smoking prevalence in central and southern US.
Conclusions:
- Significant geographic disparities exist in LDCT service availability for Medicare beneficiaries.
- Areas with high smoking prevalence often have limited access to LDCT services.
- Targeted workforce and capacity building are needed to reduce disparities in LCS access and utilization.
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